wyli

MONAI

AI Toolkit for Healthcare Imaging

NiftyNet

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

brats17

Brain tumor segmentation for MICCAI 2017 BraTS challenge

federated

A framework for implementing federated learning

kornia

Open Source Differentiable Computer Vision Library for PyTorch

nitorch

Neuroimaging in PyTorch

open-data-registry

A registry of publicly available datasets on AWS

tensorflow

Computation using data flow graphs for scalable machine learning

tutorials

MONAI Tutorials

ai-assisted-annotation-client

Client side integration example source code and libraries for AI-Assisted Annotation SDK

bashrc

ubuntu 14 server

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

cpp-py-example

Example project that shows hybrid programming with C++ and Python (incl. NumPy and SciPy).

cupy

NumPy & SciPy for GPU

cyclegan-1

Tensorflow implementation of CycleGANs

data_hacks

Command line utilities for data analysis

github-mirror-test

Only testing mirroring

ITK

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

kvikio

label-reg

A tutorial of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"

model-zoo

MONAI Model Zoo that hosts models in the MONAI Bundle format.

monai-feedstock

A conda-smithy repository for monai.

MONAILabel

MONAI Label (Development in Progress)

NVFlare

NVIDIA Federated Learning Application Runtime Environment

pymutohedral_lattice

A python (numpy based) implementation of the original permutohedral lattice filtering code

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

sonnet

TensorFlow-based neural network library

torch-extension-builder

Docker images and github actions for building packages containing PyTorch C++/CUDA extensions.

Viewers

OHIF zero-footprint DICOM viewer and oncology specific Lesion Tracker, plus shared extension packages